Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-30 0.154225 0.169245 0.185606 0.204840 0.226951 0.251712 0.281737
2025-04-06 0.126081 0.145945 0.169286 0.199104 0.236723 0.283369 0.346824
2025-04-13 0.108291 0.130017 0.156935 0.193457 0.242901 0.309375 0.408991
2025-04-20 0.099818 0.123574 0.154362 0.198405 0.261976 0.354243 0.506506
2025-04-27 0.094455 0.120070 0.154605 0.206414 0.285771 0.409781 0.635451
2025-05-04 0.089800 0.116762 0.154372 0.213218 0.308366 0.467787 0.787495
2025-05-11 0.085267 0.113018 0.152875 0.217579 0.327413 0.523777 0.956796
2025-05-18 0.079992 0.107640 0.148282 0.216255 0.336371 0.563312 1.107984
2025-05-25 0.073564 0.100014 0.139520 0.206975 0.329612 0.570773 1.187633
2025-06-01 0.068969 0.094777 0.133969 0.202367 0.330565 0.593949 1.318072
2025-06-08 0.065629 0.091189 0.130682 0.201204 0.337756 0.632044 1.510244
2025-06-15 0.063341 0.089046 0.129499 0.203549 0.352139 0.690073 1.800659
2025-06-22 0.059183 0.083803 0.122992 0.195849 0.345394 0.697590 1.933090
2025-06-29 0.055582 0.079262 0.117382 0.189352 0.340478 0.709342 2.095795
2025-07-06 0.052469 0.075331 0.112534 0.183828 0.336908 0.724081 2.286863
2025-07-13 0.051308 0.074494 0.112904 0.188373 0.356682 0.809619 2.893101
2025-07-20 0.050669 0.074459 0.114645 0.195806 0.384688 0.930975 3.890047
2025-07-27 0.049879 0.074111 0.115780 0.202123 0.411375 1.061100 5.254726
2025-08-03 0.048812 0.073218 0.115840 0.206171 0.433165 1.185843 6.985473
2025-08-10 0.047123 0.071155 0.113582 0.204942 0.440579 1.260804 8.543574
2025-08-17 0.044615 0.067546 0.108206 0.196323 0.426016 1.241763 8.945288
2025-08-24 0.042802 0.065085 0.104878 0.192038 0.423282 1.272862 10.216293
2025-08-31 0.041493 0.063452 0.103037 0.190957 0.429747 1.348281 12.660934